ArticleScience advances2023
3D-printed epifluidic electronic skin for machine learning-powered multimodal health surveillance.
Article in Science advances, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
66 citing papers in PubMed.
- Mitigating lateral sensing blind spots: A dual-segment bronchoscopic robot with a bioinspired skin.Science advances · 2026Article
- Recent Advances in Biomimetic Hydrogels for Bioelectronics and Human-Machine Interactions.Gels (Basel, Switzerland) · 2026Review
- Wearable Electronics for Precision Diagnosis Through Advanced Manufacturing and Integration.Nano-micro letters · 2026Review
- Human-inspired time-series health evaluation with an adaptive multimodal electronic skin.Science advances · 2026Article
- Advances and Challenges in Wearable Sensors for Health Monitoring.ACS applied materials & interfaces · 2026Review
- From Static to Dynamic: The Convergence of Nanomaterials and 3D/4D Bioprinting for Adaptive Wearable Sports Biosensors.Biosensors · 2026Review
- AgNW emulsion inks for direct printing of high-resolution and stretchable electrodes with semi-embedded network structure.Nature communications · 2026Article
- Convergence of Soft Electronics and Artificial Intelligence: From Materials to Intelligent Systems.Nano-micro letters · 2026Review
- Flexible electronics research knowledge mapping based on VOSviewer and CiteSpace bibliometric analysis.Discover nano · 2026Review
- Tissue-bioelectronics interfaces.Chemical Society reviews · 2026Review
- Biomolecular profiling for noninvasive health monitoring.Nature biotechnology · 2026Review
- Multidimensional and Multifunctional Laser-Induced Graphene (LIG) for Point-of-Care and Wearable Biosensing, Theranostics, and Bioactive Interfaces Toward Personalized Healthcare and Regenerative Medicine.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- A self-powered hydrogel electronic skin with decoupled multimodal sensing for closed-loop human-machine interactions.Nature communications · 2026Article
- Modularly-Assembled Smart Microneedle Platform for Machine Learning-Driven Personalized Health Monitoring.Nano-micro letters · 2026Article
- A programmable bioresorbable electrochemical microneedle sensor array for perioperative monitoring of organ health.Nature biomedical engineering · 2026Article
- Recent Progress on Flexible Multimodal Sensors: Decoupling Strategies, Fabrication and Applications.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- Strain-invariant omnidirectional stretchable MXetronics.Nature communications · 2026Article
- Flexible Polymer-Based Electronics for Human Health Monitoring: A Safety-Level-Oriented Review of Materials and Applications.Nano-micro letters · 2026Review
- Three-Dimensionally Printed Sensors with Piezo-Actuators and Deep Learning for Biofuel Density and Viscosity Estimation.Sensors (Basel, Switzerland) · 2026Article
- Intelligent Sensing: The Emerging Integration of Machine Learning and Soft Sensors Based on Hydrogels and Ionogels.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
6 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
The amalgamation of wearable technologies with physiochemical sensing capabilities promises to create powerful interpretive and predictive platforms for real-time health surveillance. However, the construction of such multimodal devices is difficult to be implemented wholly by traditional manufacturing techniques for at-home personalized applications. Here, we present a universal semisolid extrusion-based three-dimensional printing technology to fabricate an epifluidic elastic electronic skin (e
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.